/Duel_DDQN

Duel_DDQN (Dueling Network Architectures + Double DQN) using Keras

Primary LanguagePythonMIT LicenseMIT

#Duel_DDQN V0.3

based on Dueling Network Architectures for Deep Reinforcement Learning
Ziyu Wang, Tom Schaul, Matteo Hessel, Hado van Hasselt, Marc Lanctot, Nando de Freitas
http://arxiv.org/abs/1511.06581

run

python duel.py CartPole-v0 --no_display --episodes 200 --replay_start_size 0 --gym_record ../th

results / Params

note - in progress; I branched @tambetm's gist; I've fixed some issues and trying to get it closer to the paper. Pull request / help is welcome!!

**Orginally gist on:- ** https://gist.github.com/tambetm/0bd29b14d76b85946422b79f3a87df70 - https://gym.openai.com/evaluations/eval_sOUmkzSy26GIWJ5IIQeA#reproducibility